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Related Questions
- What is the impact of increasing the number of iterations on the convergence rate of Bayesian optimization in the context of expensive objective functions?
- How does the number of iterations affect the trade-off between exploration and exploitation in Bayesian optimization?
- Can you explain the concept of 'early stopping' in Bayesian optimization and how it relates to the number of iterations?
- What are some common methods for determining the optimal number of iterations for Bayesian optimization in expensive objective function problems?
- How does the number of iterations influence the accuracy of the surrogate model in Bayesian optimization?
- What are some strategies for adapting the number of iterations based on the observed convergence rate of the optimization process?
- Can you discuss the relationship between the number of iterations and the computational cost of Bayesian optimization in expensive objective function problems?
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